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Colin White

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ForecastPFN: Synthetically-Trained Zero-Shot Forecasting

Nov 03, 2023
Samuel Dooley, Gurnoor Singh Khurana, Chirag Mohapatra, Siddartha Naidu, Colin White

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Data Contamination Through the Lens of Time

Oct 16, 2023
Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley

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Speeding up Fourier Neural Operators via Mixed Precision

Jul 27, 2023
Colin White, Renbo Tu, Jean Kossaifi, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar

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When Do Neural Nets Outperform Boosted Trees on Tabular Data?

May 04, 2023
Duncan McElfresh, Sujay Khandagale, Jonathan Valverde, Vishak Prasad C, Ganesh Ramakrishnan, Micah Goldblum, Colin White

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Neural Architecture Search: Insights from 1000 Papers

Jan 25, 2023
Colin White, Mahmoud Safari, Rhea Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter

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Speeding up NAS with Adaptive Subset Selection

Nov 02, 2022
Vishak Prasad C, Colin White, Paarth Jain, Sibasis Nayak, Ganesh Ramakrishnan

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On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition

Oct 18, 2022
Rhea Sukthanker, Samuel Dooley, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum

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AutoML for Climate Change: A Call to Action

Oct 07, 2022
Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White

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NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies

Oct 06, 2022
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter

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On the Generalizability and Predictability of Recommender Systems

Jun 23, 2022
Duncan McElfresh, Sujay Khandagale, Jonathan Valverde, John P. Dickerson, Colin White

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